🍄Shumi Agent (Your AI Quant)
What is Shumi?
Shumi is an AI-driven trading assistant built on CoinRotator's infrastructure, designed to help crypto traders navigate markets through natural language interactions. The platform combines trend analysis, sentiment tracking, liquidity data, and confluence signals into a conversational interface.
While CoinRotator provides the raw trend engine and analytical tools, Shumi serves as your intelligent guide, interpreting data and offering context-aware trade insights, coin evaluations, and portfolio support.
How It Works
Shumi utilizes structured internal prompts to interpret:
Weekly, daily, and 4H trend data across 3,000+ tokens (on-chain & CEX)
CoinRotator filters (band levels, streaks, futures data)
Market health indicators
Social sentiment integration for trend strength determination
Advanced futures and sentiment data through natural language requests
The system updates daily and operates within constrained logic boundaries to minimize hallucinations and ensure outputs remain grounded in actual market structure.
🧠Prompt Architecture
Shumi employs a modular prompt system where each user archetype (e.g., "Signal Seeker," "Risk Mapper") routes through different configurations based on request context.
Prompt inputs include:
Coin trends and category performance
Market health + BTC trend
Sentiment streams (planned enhancement)
User-defined filters (HMA slope, bar streaks)
Prompt outputs feature:
Clear markdown tables for trends
Price data with timestamps
Trade-ready outputs: entries, invalidations, and exits
Internal links to coin pages on CoinRotator.app
🧬Classifier & Archetypes
Each user request is parsed through a classifier layer determining intent:
Trade opportunity search
Narrative performance inquiry
Risk condition assessment
Shumi responds using matched archetype logic, creating an adaptable system with multiple specialized personalities.
Current archetypes:
Signal Seeker (trend-focused)
Risk Mapper (macro-focused)
Alpha Hunter (sentiment + rotations)
Lore Keeper (journal + trade logs)
Narrative Navigator (meme/sector flow alignment)
Future archetype customization will be available to SHUMI token stakers.
Virtuals Protocol & Token Integration
Shumi is integrated with Virtuals Protocol as $SHUMI, providing tokenized access within the Agent Commerce Protocol (ACP) ecosystem.
Operating as a data provider within the agentic economy, Shumi streams high-conviction market insights to other agents while on-chain alignment mechanisms ensure value distribution to contributors.
Key mechanics:
Mindshare rewards for contributors expanding the tool or prompt system
Enhanced features through SHUMI token staking
On-chain reputation and usage tracking linked to wallet addresses
Check Discord or Telegram for periodic mindshare mining campaigns.
ACP Agent Marketplace
Shumi features native support for the Agent Communication Protocol (ACP), enabling seamless cooperation with other agents in the Virtuals Protocol ecosystem.
Test Shumi directly through Agent Butler: https://app.virtuals.io/acp
We believe Shumi provides one of the most reliable and structured trend-following signal sources available to agents in the ACP marketplace. Its access to CoinRotator's comprehensive dataset—combined with internal filtering logic and sentiment integration—makes it ideal for:
Contributing directional bias and risk context to trading agents
Supporting multi-agent workflows for trade discovery and filtering
Acting as a composable module in strategy-specific pipelines
Shumi is live on ACP and ready for agent message interactions, with broadcast capabilities under development for enhanced autonomous operation.
Last updated